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Kramers–Kronig relations

Kramers–Kronig relations is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Kramers–Kronig relations rather than just read about it. In short: The Kramers–Kronig relations, sometimes abbreviated as KK relations, are bidirectional mathematical relations, connecting the real and imaginary parts of any complex function that is analytic in the upper half-plane. The relations are often used to compute the real part from the imaginary part (or vice versa) of response functions in physical systems, because for stable systems, causality implies the condition of an…

Kramers–Kronig relations — main illustration
Kramers–Kronig relations — illustration

Key takeaways

  • Kramers–Kronig relations belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Kramers–Kronig relations to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Kramers–Kronig relations from memory before moving on to harder problems.

Reference excerpt

The Kramers–Kronig relations, sometimes abbreviated as KK relations, are bidirectional mathematical relations, connecting the real and imaginary parts of any complex function that is analytic in the upper half-plane. The relations are often used to compute the real part from the imaginary part (or vice versa) of response functions in physical systems, because for stable systems, causality implies the condition of analyticity, and conversely, analyticity implies causality of the corresponding stable physical system. The relation is named in honor of Ralph Kronig and Hans Kramers. In mathematics, these relations are known by the names Sokhotski–Plemelj theorem and Hilbert transform.

Formulation

Let χ ( ω ) = χ 1 ( ω ) + i χ 2 ( ω ) {\displaystyle \chi (\omega )=\chi _{1}(\omega )+i\chi _{2}(\omega )} be a complex function of the complex variable ω {\displaystyle \omega } , where χ 1 ( ω ) {\displaystyle \chi _{1}(\omega )} and χ 2 ( ω ) {\displaystyle \chi _{2}(\omega )} are real. Suppose this function is analytic in the closed upper half-plane of ω {\displaystyle \omega } and tends to 0 {\displaystyle 0} as | ω | → ∞ {\displaystyle |\omega |\to \infty } . The Kramers–Kronig relations are given by

χ 1 ( ω ) = 1 π P ∫ − ∞ ∞ χ 2 ( ω ′ ) ω ′ − ω d ω ′ {\displaystyle \chi _{1}(\omega )={\frac {1}{\pi }}{\mathcal {P}}\!\!\int _{-\infty }^{\infty }{\frac {\chi _{2}(\omega ')}{\omega '-\omega }}\,d\omega '}

and

χ 2 ( ω ) = − 1 π P ∫ − ∞ ∞ χ 1 ( ω ′ ) ω ′ − ω d ω ′ , {\displaystyle \chi _{2}(\omega )=-{\frac {1}{\pi }}{\mathcal {P}}\!\!\int _{-\infty }^{\infty }{\frac {\chi _{1}(\omega ')}{\omega '-\omega }}\,d\omega ',}

where ω {\displaystyle \omega } is real and where P {\displaystyle {\mathcal {P}}} denotes the Cauchy principal value. The real and imaginary parts of such a function are not independent, allowing the full function to be reconstructed given just one of its parts.

Derivation

The proof begins with an application of Cauchy's residue theorem for complex integration. Given any analytic function χ {\displaystyle \chi } in the closed upper half-plane, the function ω ′ ↦ χ ( ω ′ ) / ( ω ′ − ω ) {\displaystyle \omega '\mapsto \chi (\omega ')/(\omega '-\omega )} , where ω {\displaystyle \omega } is real, is analytic in the (open) upper half-plane. The residue theorem consequently states that

∮ χ ( ω ′ ) ω ′ − ω d ω ′ = 0 {\displaystyle \oint {\frac {\chi (\omega ')}{\omega '-\omega }}\,d\omega '=0}

… excerpt ends here. Continue reading the full article.

Illustrations

Kramers–Kronig relations: Integral contour for deriving Kramers–Kronig relations
Integral contour for deriving Kramers–Kronig relations
Kramers–Kronig relations illustration

Worked examples

Example 1 — a first encounter with Kramers–Kronig relations

Start with the simplest possible case. Write down what Kramers–Kronig relations claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Kramers–Kronig relations before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Kramers–Kronig relations ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Kramers–Kronig relations

In research
Kramers–Kronig relations appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Kramers–Kronig relations in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Kramers–Kronig relations is common in secondary-school and first-year university syllabi. It links to neighbouring topics Complex analysis, Electric and magnetic fields in matter, so understanding it makes those chapters shorter.
In everyday life
Look for Kramers–Kronig relations outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Kramers–Kronig relations in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Kramers–Kronig relations means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Kramers–Kronig relations out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Kramers–Kronig relations in simple terms?

The Kramers–Kronig relations, sometimes abbreviated as KK relations, are bidirectional mathematical relations, connecting the real and imaginary parts of any complex function that is analytic in the upper half-plane. The relations are often used to compute the real part from the imaginary part (or…

Why does Kramers–Kronig relations matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Kramers–Kronig relations?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Kramers–Kronig relations.

Tags

  • Complex analysis
  • Electric and magnetic fields in matter

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